{"id":"W7096424707","doi":"","title":"and","year":2003,"lang":"en","type":"article","venue":"","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001397687,0.0005359136,0.000405442,0.001342031,0.002333729,0.004116484,0.0008698869,0.001413946,0.4296983],"category_scores_gemma":[0.008617389,0.0002007929,0.0005852481,0.001352075,0.0008254184,0.002587379,0.001454138,0.0018462,0.2103825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002471363,"about_ca_system_score_gemma":0.003573963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03859517,"about_ca_topic_score_gemma":0.04244955,"domain_scores_codex":[0.9976948,0.0002223244,0.0000995838,0.000491283,0.001131579,0.0003605433],"domain_scores_gemma":[0.995915,0.0003419281,0.0001697312,0.0004789952,0.002827643,0.0002667123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001132197,0.00004533562,0.003989073,0.0001230613,0.00001762762,0.00009772986,0.0004179204,0.0002556268,0.0005716202,0.128522,0.7760943,0.08975241],"study_design_scores_gemma":[0.000008781165,0.00001146784,0.002254093,0.00004078027,0.000006467334,0.00009444065,0.0002353403,0.000104536,0.0003216657,0.008570216,0.9883413,0.0000108964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004774832,0.0009455277,0.005705683,0.01806127,0.003971689,0.0001991665,0.01602868,0.0005616531,0.9497515],"genre_scores_gemma":[0.03006118,0.0009929853,0.00323941,0.006104294,0.0007540626,0.0001464824,0.0131175,0.0002814317,0.9453025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5703018,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006190138347076247,"score_gpt":0.1946864535554811,"score_spread":0.1884963152084048,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}